Ανάπτυξη συστήματος συνομιλίας μεταξύ chatbots
Development of a chatting system between chatbots
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Keywords
Συστήματα συνομιλίας ; Φυσική γλώσσα ; NLP ; Transformer ; BERTAbstract
This thesis deals with the creation of a conversation system between two chatbots using natural language, and more specifically the GPT-3.5 model of OpenAI and Python, in which various topics will be analyzed depending on the question the user will ask by analyzing first the general role of the AI application ChatGPT in the field of natural language processing and describing its applications in various areas such as chat systems and text generation. It then examines the concept of a chatbot, the ways in which Transformer architectures and BERT models, which are key tools in developing NLP systems, contribute to its creation. Finally, it provides a detailed description of the developed system, including its API interface and configuration, while research conclusions and possible future extensions are also presented.
Department
Σχολή Τεχνολογιών Πληροφορικής και Επικοινωνιών. Τμήμα ΠληροφορικήςNumber of pages
82Language
GreekCollections
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Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα
Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα